What is a casual argument?

A casual argument, often referred to as a casual fallacy, is a reasoning error that occurs when a conclusion is drawn based on an assumed cause-and-effect relationship without sufficient evidence. It typically involves a flawed correlation between two events, suggesting that one event causes another simply because they occur together or in sequence. This type of argument undermines logical reasoning by oversimplifying complex relationships. In essence, it fails to establish a true causal link, relying instead on anecdotal or superficial connections.